The two characters have been absent in AHS after their starring roles in season 1, probably due to the fact that their dwelling has a pretty strict supernatural ruleset: what happens in Murder House, stays in Murder House… except on Halloween. So when the Harmons died in Murder House, that’s where their ghosts remained.